CN108984772A - A kind of information recommending apparatus and method - Google Patents
A kind of information recommending apparatus and method Download PDFInfo
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- CN108984772A CN108984772A CN201810813470.8A CN201810813470A CN108984772A CN 108984772 A CN108984772 A CN 108984772A CN 201810813470 A CN201810813470 A CN 201810813470A CN 108984772 A CN108984772 A CN 108984772A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/168—Feature extraction; Face representation
Abstract
The invention discloses a kind of information recommending apparatus and methods, the information recommending apparatus includes image capture module, display module, control module and data processor, wherein image capture module operates the acquisition signal acquisition user images generated in response to user first according to control module；Data processor generates multiple moulding images according to the user images and pre-stored alternative image；Display module is for showing the multiple moulding image.Information recommending apparatus provided by the invention and method can enhance the communication between user and hairstylist, according to the image that user's own characteristic and hobby selection are satisfied, effectively improve the efficiency of operation and user satisfaction of modelling mechanism.
Description
Technical field
The present invention relates to field of image processings, more particularly to a kind of information recommending apparatus and method.
Background technique
With the development of the times and social progress, the effect of personal image is more and more important, and hair style is as personal image
A key factor be also increasingly valued by people, by change hair style can improve personal image, promoted attention rate,
And individual aesthetic is showed, especially in occasions such as business talks, interview, blind date, dinner partys, everyone is intended to can be with perfect
Image shows oneself.Therefore how to recommend the moulding for being suitble to the user to become for user and need key problems-solving.
Currently, recommending to be suitble to the hair style of the user generally by manually realizing for user.For example, people remove moulding machine
Structure and hairstylist link up, and the requirement to moulding are generally expressed by language description, however this mode lacks vision print
As being very easy to cause to understand difference, i.e., often there is any discrepancy for the understanding of the image and hairstylist oneself wanted.Even oneself was once
Through satisfied shape-designing, also it is difficult accurately to be communicated to hairstylist by describing mode.
Therefore, the hair style of the user is suitble to above by artificial recommendation, recommends efficiency lower, accuracy is lower.
Summary of the invention
At least one to solve the above-mentioned problems, first aspect present invention provides a kind of information recommending apparatus, including image
Acquisition module, display module, control module and data processor, wherein
Image capture module operates the acquisition signal acquisition user generated in response to user first according to control module and schemes
Picture；
Data processor generates multiple moulding images according to the user images and pre-stored alternative image；
Display module is for showing the multiple moulding image.
Further, the data processor includes characteristic extracting module and generation module, wherein
Characteristic extracting module is used to extract the shape of face and/or hair style feature of the user from the user images；
Generation module is matched standby for being selected from pre-stored alternative image according to the shape of face and/or hair style feature
It selects image and generates multiple moulding images, so that the determination that the control module is generated in response to the second operation of the user
Signal determines target image and is displayed in full screen by the display module.
Further, the data processor further includes the interest preference for the hair style interest preference of the user to be arranged
Module, the generation module is according to the shape of face and/or hair style feature of the user and the interest preference from pre-stored standby
It selects and selects matched alternative image in image and generate multiple moulding images.
Further, the data processor further includes comparison module,
After described image acquisition module operates the trimming of user described in the acquisition signal acquisition generated in response to user first
Trimmed image；
The comparison module is used to for the trimmed image being compared with the target image consistent to judge whether.
Further, the data processor further includes line module, memory module, encrypting module, evaluation module and branch
Module is paid, wherein
Line module in response to the registration of user's third operation generation or logs in signal registration or login according to control module
The user account of the user；
Memory module operates the storage signal generated in response to user the 4th according to control module and stores repairing for the user
Cut image；
Encrypting module operates the trimming of the coded signal generated to storage in response to user the 5th according to control module
Image is encrypted.
Evaluation module operates repairing for user described in the evaluation signal evaluation generated in response to user the 6th according to control module
Cut image；
Payment module operates the payment signal generated in response to user the 7th according to control module and pays expense.
Further, described image acquisition module includes at least one camera, for acquiring the use from different directions
The image in account portion.
Further, the camera is depth camera.
Further, the information recommending apparatus is integrated machine.
Further, the information recommending apparatus is split air conditioner, including fore device and back-end device, wherein the front end
Device includes described image acquisition module, display module and control module, and the back-end device includes the data processor.
Further, the information recommending apparatus further includes mobile end device, and the mobile end device includes the display
Module and control module.
Second aspect of the present invention provides a kind of information recommendation method, comprising:
The user images of acquisition user are operated in response to user first；
Multiple moulding images are generated according to the user images and pre-stored alternative image；
Show the multiple moulding image.
It is further, described to generate multiple moulding images further include:
The shape of face and/or hair style feature of the user are extracted from the user images；
The matched alternative image is selected according to the shape of face of the user and/or hair style feature and generates multiple moulding figures
Picture.
It is further, described to generate multiple moulding images further include:
The user is set to the interest preference of hair style feature；
The matched alternative image is selected according to the shape of face of the user and/or hair style feature and the interest preference
And generate multiple moulding images.
Third aspect present invention provides a kind of computer readable storage medium, is stored thereon with computer program, the program
The method as described in second aspect is realized when being executed by processor.
Beneficial effects of the present invention are as follows:
Information recommending apparatus provided by the invention calculates through data processor by the image of acquisition user and generates multiple make
Type image intuitively exchanges so that user is able to carry out with hairstylist to avoid the understanding of mistake is caused because of language description；Simultaneously
So that user possesses multiple choices, the moulding admired can be picked out；Effectively promoting user expires modelling mechanism and hairstylist
The efficiency of operation of meaning degree and modelling mechanism, to increase user to a certain extent to user's viscosity of modelling mechanism.
Detailed description of the invention
Specific embodiments of the present invention will be described in further detail with reference to the accompanying drawing.
Fig. 1 shows the block diagram of information recommending apparatus described in one embodiment of the present of invention；
Fig. 2 shows the block diagrams of information recommending apparatus described in another embodiment of the invention；
Fig. 3 shows the block diagram of information recommending apparatus described in another embodiment of the invention；
Fig. 4 shows the block diagram of information recommending apparatus described in another embodiment of the invention；
Fig. 5 shows the block diagram of information recommending apparatus described in another embodiment of the invention；
Fig. 6 shows the block diagram of information recommending apparatus described in another embodiment of the invention；
Fig. 7 shows the block diagram of information recommending apparatus described in another embodiment of the invention；
Fig. 8 shows the flow chart of information recommendation method described in another embodiment of the invention；
Fig. 9 shows the flow chart of information recommendation method described in another embodiment of the invention；
Figure 10 shows the flow chart of information recommendation method described in another embodiment of the invention.
Specific embodiment
In order to illustrate more clearly of the present invention, the present invention is done further below with reference to preferred embodiments and drawings
It is bright.Similar component is indicated in attached drawing with identical appended drawing reference.It will be appreciated by those skilled in the art that institute is specific below
The content of description is illustrative and be not restrictive, and should not be limited the scope of the invention with this.
For existing problem, as shown in Figure 1, An embodiment provides a kind of information recommending apparatus, packet
Image capture module, display module, control module and data processor are included, wherein image capture module, is rung according to control module
The acquisition signal acquisition user images generated should be operated in user first；Data processor is according to the user images and is pre-stored
Alternative image generate multiple moulding images；Display module is for showing the multiple moulding image.
In a specific example, modelling mechanism is provided with multiple bankers, and each banker is equipped with information recommendation
Device, the information recommending apparatus include image capture module, display module, control module and data processor.When user into
After entering modelling mechanism selection banker, acquisition signal is issued to image capture module by control module, image capture module is adopted
User images are simultaneously transferred to data processor by collection user images, and data processor is according to the user images and data processing of acquisition
The alternative image being pre-stored in device is matched and is generated multiple moulding images and shown on the display module, wherein alternative image
It also include the personal moulding that user is stored in front of in the information recommending apparatus including a large amount of different moulding.
In a preferred embodiment, the information recommending apparatus is integrated machine, such as tablet computer, wherein the figure
As acquisition module is that camera, display module and control module merge into touching display screen.The information recommending apparatus can be with table
It is now single cpu mode, can works independently, does not depend on external other equipment, such information recommending apparatus is relatively simple,
The personal information and image of user is merely stored in single machine, but the update of alternative image is relatively slow；The single cpu mode
Information recommending apparatus can also connect external equipment, such as the background server of modelling mechanism etc. by wired or wireless network,
The information recommending apparatus can download a large amount of new alternative pattern from the server of modelling mechanism, can also be by the feelings of user
Condition is uploaded to background server, realizes information sharing.
In another preferred embodiment, as shown in Fig. 2, the information recommending apparatus is split air conditioner, including front end fills
It sets and back-end device, wherein the fore device includes described image acquisition module, display module and control module, the rear end
Device includes the data processor.The i.e. described information recommending apparatus be connected by wired or wireless network independent include
The split type structure of fore device and back-end device, the fore device include image capture module, display module, control mould
Block, back-end device include data processor.Such as the display module of fore device is mirror surface display screen, is fixedly mounted on described
The front of banker, image capture module are mounted on mirror surface display screen, and control module is individual control button or is
The touch screen being integrated on mirror surface display screen, or the touch-control mirror surface display screen being integrated is set with mirror surface display screen.Rear end dress
It is set to the server of modelling mechanism, such as an independent shops has independent or cloud server, independent shops's packet
The back-end device of each information recommending apparatus contained is disposed as the server, specific image procossing and generate moulding image by
The server is calculated.In another example trans-regional chain large-scale modelling mechanism, the modelling mechanism are provided with total clothes
Business device, can connect the server of each chain store, or directly as the back-end device of each information recommending apparatus, then described standby
Image and user information is selected to realize information sharing also by the connection.Further, as shown in figure 3, the information recommending apparatus
It further include mobile end device, the mobile end device includes the display module and control module.Such as the mobile end device
For smart phone or tablet computer, the smart phone and plate computer expert cross wireless network access information recommendation apparatus, including
The touch-control display panel that the display module and control module are integrated, or only include control module, then user can pass through
Smart phone or tablet computer directly control the information recommending apparatus, facilitate operation.
In a preferred embodiment, described image acquisition module includes at least one camera, for never Tongfang
Position acquires the image of the user's head.Such as when information recommending apparatus is split air conditioner and image capture module is fixed peace
When on mirror surface display screen, the direct picture of user's head can only be shot if only a camera is set, if being fixedly mounted
There is the image that can then shoot user's head when multiple cameras from different directions；In another example when information recommending apparatus is integrated machine
When, the image of user's head can be shot from each orientation by a camera of tablet computer, so that at the data
Image procossing can be carried out according to user images by managing device.Further, the camera can be depth camera, can not only
Two dimensional image is enough obtained, the depth information i.e. 3-D image of captured user can also be obtained to obtain the three-dimensional of user's head
Stereo data, then the data processor can carry out at more three-dimensional more intuitive image according to the 3-D image of user's head
Reason.
In another preferred embodiment, as shown in figure 4, the data processor includes characteristic extracting module and generation
Module, wherein characteristic extracting module is used to extract the shape of face and/or hair style feature of the user from the user images；It generates
Module from pre-stored alternative image for selecting matched alternative image according to the shape of face and/or hair style feature and generating
Multiple moulding images, so that the determination signal that the control module is generated in response to the second operation of the user determines target
Image is simultaneously displayed in full screen by the display module.Characteristic extracting module from two dimension and/or three dimensional user image in use include
But it is not limited to shape of face and/or hair that the image processing techniques such as grey level histogram adjustment, image binaryzation, filtering and noise reduction extract user
Then type feature is selected from pre-stored alternative image according to the shape of face and/or hair style feature, is picked out matched
Alternative moulding and the user images generate multiple moulding images.Such as the user be wide cheekbone diamond shape face then arrange in pairs or groups it is slightly fluffy
The long fringe moulding of pine makes the face of user be not too serious, then the more thin then hair of shape of face of for example described user
Taking side point as far as possible, visually face widens；The user of such as long hair again, straight hair of arranging in pairs or groups if shape of face is more rounded is from vision
Curved curly hair is scalded into so that face is fuller if shape of face is more thin in upper elongation face.According to the shape of face of user and/
Or hair style feature is analyzed, purposive to be selected from alternative image, the moulding image of generation more meets the spy of user
On the one hand point promotes user to the interest of moulding image, on the other hand user can be guided to carry out different trials.What is generated is more
A moulding image can be shown according to different putting in order, such as nine grids show conducive to pair of multiple moulding images
Than selecting in order to user, and user can be selected by control module, and the target image selection admired is gone out
Come and is displayed in full screen on the display module in order to which hairstylist trims according to hair of the target image to the user.
In another preferred embodiment, as shown in figure 5, the data processor further includes for the user to be arranged
Hair style interest preference interest preference module, the generation module according to the shape of face and/or hair style feature of the user and
The interest preference selects matched alternative image from pre-stored alternative image and generates multiple moulding images.The i.e. described life
Matching can be selected from pre-stored alternative image according to the shape of face feature and the interest preference of the user at module
Alternative image and generate multiple moulding images, can also be according to the hair style feature of the user and the interest preference from pre-
Matched alternative image is selected in the alternative image of storage and generates multiple moulding images, it can also be according to the shape of face of the user
Matched alternative image is selected from pre-stored alternative image with hair style feature and the interest preference and generates multiple make
Type image.Although effectively can calculate and give birth to according to the feature of user's shape of face and/or hair style by characteristic extracting module
At matched moulding image, but moulding itself also has rich and varied style and features and tidal characteristics, therefore in this implementation
The interest preference module of offer can be configured according to the personal preference of user.Such as some users like dignified steady wind
Lattice, the lovely style of some user's preferences, some users then follow the fashion trend, for the interest preference of different user, in conjunction with institute
The shape of face and/or hair style feature of stating user can more accurately hold the psychology of user, can more efficiently guide user
It is selected.
In another preferred embodiment, as shown in fig. 6, the data processor further includes comparison module, the figure
As acquisition module operates the trimmed image after the trimming of user described in the acquisition signal acquisition generated in response to user first；The ratio
Module is used to for the trimmed image being compared with the target image consistent to judge whether.The user is from generation
Selection target image in multiple moulding images, with hairstylist after intuitively exchanging, hairstylist start to the hair of user into
Row trimming, the comparison module are used for the in-mind anticipation of further satisfaction user.After hairstylist completes to trim, user passes through control
Molding block clicks acquisition button and issues acquisition signal to image capture module, and the user's after image capture module acquisition trimming repairs
It cuts image and trimmed image is transferred to data processor, data processor is carried out according to the trimmed image and target image of acquisition
It compares, the comparison result can provide a user the advisory opinion of auxiliary, decide whether that hairstylist continues to repair by user
It cuts or is micro-adjusted, until user is satisfied.By comparison module, the satisfaction of user can be effectively promoted, and increased
Add user to the trust of modelling mechanism and hairstylist.
Further, as shown in fig. 7, the data processor further include line module, memory module, encrypting module,
Evaluation module and payment module, wherein line module, in response to the registration of user's third operation generation or is stepped on according to control module
The registration of record signal or the user account for logging in the user；Memory module is operated in response to user the 4th according to control module and is given birth to
At storage signal store the trimmed image of the user；Encrypting module is operated in response to user the 5th according to control module and is given birth to
At coded signal the trimmed image of storage is encrypted.Evaluation module, according to control module in response to user the 6th
The trimmed image of user described in the evaluation signal evaluation that operation generates；Payment module, according to control module in response to user the 7th
The payment signal that operation generates pays expense.
The line module is able to respond the operation in user and registers or log in, such as the user passes through control mould
Block, which clicks user button, can register personal user account, can check personal information and history moulding by logging in the account
The case where, particularly with the information and related moulding for using the user of mobile end device that can check oneself anywhere or anytime.It is right
In large-scale chain modelling mechanism, user can also inquire the position of each chain store by mobile end device, for frequent
For the user to go on business, the history moulding use for poorly finding the chain store of known modelling mechanism and transferring oneself can gone out
It is a very satisfied thing in referring to.
The memory module is able to respond the operation in user and stores to the trimmed image of user, is stored in information and pushes away
It recommends in device or in personal user account.Meanwhile the encrypting module is able to respond the operation in user and repairs to user
It cuts image to be encrypted, such as be unwilling to disclose the image of oneself then can be by encrypting module to oneself figure by some users
As being protected, no password cannot then check the image.
The evaluation module is able to respond the operation in user and evaluates the trimmed image of user, may be implemented simultaneously
Evaluation to hairstylist, for modelling mechanism, hairstylist, a large amount of true user's evaluation is best exploitation,
The efficiency of operation of the modelling mechanism can be significantly improved.
The payment module is able to respond in the expense of this modeling scissors of the operation payment of user, can be accustomed to using
The user of mobile-phone payment provides convenience.Therefore the information recommending apparatus can not only facilitate user, promote user and hairstylist
Communication efficiency；The efficiency of operation and publicity efficiency that modelling mechanism can also be improved, improve user to the loyalty of modelling mechanism.
Corresponding with information recommending apparatus provided by the above embodiment, one embodiment of the present of invention provides a kind of information and pushes away
Method is recommended, the information recommending apparatus phase provided due to information recommendation method provided in an embodiment of the present invention with above-mentioned several embodiments
It is corresponding, therefore aforementioned embodiments are also applied for information recommendation method provided in this embodiment, in the present embodiment no longer in detail
Description.
As shown in figure 8, one embodiment of the present of invention provides a kind of information recommendation method, comprising: S11: in response to user
The user images of first operation acquisition user；S13: multiple moulding are generated according to the user images and pre-stored alternative image
Image；S15: the multiple moulding image is shown.
In a preferred embodiment, as shown in figure 9, described generate multiple moulding images further include: S131: from described
The shape of face and/or hair style feature of the user are extracted in user images；S133: special according to the shape of face of the user and/or hair style
Sign selects the matched alternative image and generates multiple moulding images.
In a preferred embodiment, as shown in Figure 10, described to generate multiple moulding images further include: S131 ': from institute
State the shape of face that the user is extracted in user images and/or hair style feature；S132 ': the user is set to the emerging of hair style feature
Interesting preference；S133 ': it is selected according to the shape of face of the user and/or hair style feature and the interest preference matched described standby
It selects image and generates multiple moulding images.
Another embodiment of the present invention provides a kind of computer readable storage mediums, are stored thereon with computer journey
The realization when program is executed by processor: sequence operates the user images of acquisition user in response to user first；According to the user
Image and pre-stored alternative image generate multiple moulding images；Show the multiple moulding image.
It can be using any combination of one or more computer-readable media.Computer-readable medium can be calculating
Machine readable signal medium or computer readable storage medium.Computer readable storage medium can for example be but not limited to electricity,
Magnetic, optical, electromagnetic, infrared ray or semiconductor system, device or device, or any above combination.Computer-readable storage
The more specific example (non exhaustive list) of medium includes: the electrical connection with one or more conducting wires, portable computer
Disk, hard disk, random access memory (RAM), read-only memory (ROM), erasable programmable read only memory (EPROM or
Flash memory), optical fiber, portable compact disc read-only memory (CD-ROM), light storage device, magnetic memory device or above-mentioned
Any appropriate combination.At this in real time in example, computer readable storage medium can be it is any include or storage program it is tangible
Medium, the program can be commanded execution system, device or device use or in connection.
Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but unlimited
In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can
Any computer-readable medium other than storage medium is read, which can send, propagates or transmit and be used for
By the use of instruction execution system, device or device or program in connection.
The program code for including on computer-readable medium can transmit with any suitable medium, including but not limited to without
Line, electric wire, optical cable, RF etc. or above-mentioned any appropriate combination.
The computer for executing operation of the present invention can be write with one or more programming languages or combinations thereof
Program code, described program design language include object oriented program language-such as Java, Smalltalk, C++,
It further include conventional procedural programming language-such as " C " language or similar programming language.Program code can be with
It fully executes, partly execute on the user computer on the user computer, being executed as an independent software package, portion
Divide and partially executes or executed on a remote computer or server completely on the remote computer on the user computer.?
Be related in the situation of remote computer, remote computer can pass through the network of any kind --- including local area network (LAN) or
Wide area network (WAN)-be connected to subscriber computer, or, it may be connected to outer computer (such as mentioned using Internet service
It is connected for quotient by internet).Information recommending apparatus provided by the invention and method helped by way of image user with
Hairstylist links up, and generates multiple moulding images so that user is in a variety of choosings according to user's own characteristic and personal preference
The moulding admired is picked out in selecting；User is effectively promoted simultaneously to the satisfaction of modelling mechanism and hairstylist, improves moulding machine
The efficiency of operation of structure, and increase user to a certain extent to user's viscosity of modelling mechanism.
Obviously, the above embodiment of the present invention be only to clearly illustrate example of the present invention, and not be pair
The restriction of embodiments of the present invention may be used also on the basis of the above description for those of ordinary skill in the art
To make other variations or changes in different ways, all embodiments can not be exhaustive here, it is all to belong to this hair
The obvious changes or variations that bright technical solution is extended out are still in the scope of protection of the present invention.
Claims (10)
1. a kind of information recommending apparatus, which is characterized in that at image capture module, display module, control module and data
Device is managed, wherein
Image capture module operates the acquisition signal acquisition user generated in response to user first according to the control module and schemes
Picture；
Data processor generates multiple moulding images according to the user images and pre-stored alternative image；
Display module is for showing the multiple moulding image.
2. information recommending apparatus according to claim 1, which is characterized in that the data processor includes feature extraction mould
Block and generation module, wherein
Characteristic extracting module is used to extract the shape of face and/or hair style feature of the user from the user images；
Generation module is used to select matched alternative figure from pre-stored alternative image according to the shape of face and/or hair style feature
Picture simultaneously generates multiple moulding images, so that the determination signal that the control module is generated in response to the second operation of the user
It determines target image and is shown by the display module.
3. information recommending apparatus according to claim 2, which is characterized in that the data processor further includes for being arranged
The interest preference module of the hair style interest preference of the user, the generation module is according to the shape of face and/or hair style of the user
Feature and the interest preference select matched alternative image from pre-stored alternative image and generate multiple moulding images.
4. information recommending apparatus according to any one of claim 1-3, which is characterized in that the information recommending apparatus is
All-in-one machine.
5. information recommending apparatus according to any one of claim 1-3, which is characterized in that the information recommending apparatus is
Split air conditioner, including fore device and back-end device, wherein the fore device include described image acquisition module, display module and
Control module, the back-end device include the data processor.
6. information recommending apparatus according to claim 5, which is characterized in that the information recommending apparatus further includes movement
End device, the mobile end device include the display module and control module.
7. a kind of information recommendation method characterized by comprising
The user images of acquisition user are operated in response to user first；
Multiple moulding images are generated according to the user images and pre-stored alternative image；
Show the multiple moulding image.
8. information recommendation method according to claim 7, which is characterized in that described to generate multiple moulding images further include:
The shape of face and/or hair style feature of the user are extracted from the user images；
The matched alternative image is selected according to the shape of face of the user and/or hair style feature and generates multiple moulding images.
9. information recommendation method according to claim 8, which is characterized in that described to generate multiple moulding images further include:
The user is set to the interest preference of hair style feature；
The matched alternative image and life are selected according to the shape of face of the user and/or hair style feature and the interest preference
At multiple moulding images.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the program is by processor
The method as described in any in claim 7-9 is realized when execution.
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| CN108255998A (en) * | 2017-12-29 | 2018-07-06 | 武汉璞华大数据技术有限公司 | A kind of hair style recommends method, apparatus and equipment |
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